Principal Machine Learning Engineer, Document AI Data (Tech Lead Manager)
Bangalore, India (Hybrid)
R
INR 2475K-4500K (estimate) Senior-level Full Time
Tasks
- Architect training data platform roadmap
- Build feedback loops between automated annotation and human validation
- Collaborate with platform teams on model hosting requirements
- Create data quality evaluation frameworks
- Define annotation and synthetic data workflows
- Develop document understanding pipelines
- Drive performance management and career development
- Establish training data quality standards
- Implement data privacy and compliance best practices
- Lead mentor and grow machine learning engineering team
- Manage delivery roadmap milestones and escalations
- Own Document AI data platform strategy
- Own hiring and interview processes
- Translate model training needs into data strategies
Perks/Benefits
- Accidental insurance
- Flexible hours
- Hybrid work options
- Life insurance
- Medical insurance
- Paid parental leave
- Paid time off
- Paid volunteering days
- Remote work options
- Wellness sessions
Skills/Tech-stack
Cloud Platforms | Computer Vision | Data Quality | Fine Tuning | Language Models | Language Processing | Large Language Models | Layout analysis | MLOps | Machine Learning | Model Evaluation | Model Fine-tuning | Natural Language | Natural Language Processing | Pipeline Orchestration | Prompting | PyTorch | Python | Synthetic data | Vision Language Models | Vision-language
Education
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